Generation of ECG synthetic signal using coupled ordinary differential equations and Hopf bifurcation

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dc.contributor.authorTakha, Abdelghani
dc.contributor.authorTakha, Abdelghani
dc.contributor.authorKhenichet, Ghania
dc.date.accessioned2025-04-20T16:18:09Z
dc.date.available2025-04-20T16:18:09Z
dc.date.issued2021
dc.description.abstractIn this study, we present a modeling technique for producing a synthetic ECG signal with realistic PQRST morphology and prescribed heart rate dynamics including various cardiac arrhythmias. The proposed model is based on the use of three coupled ordinary differential equations, where the two first equations depend on Hopf bifurcation. The fourth-order Runge–Kutta method is used to solve numerically the model. The results of numerical simulation show that, a wide variety of synthetic ECG can be generated, including normal and arithmetic heartbeat; a visual examination of arithmetic ECG signals taken from the MIT database was utilized to recommend acceptable values for the model's parameters.
dc.identifier.urihttp://dspace.univ-oeb.dz:4000/handle/123456789/21906
dc.language.isoen
dc.publisherUniversity of Oum El Bouaghi
dc.subjectDynamical model; Hopf bifurcation; Synthetic electrocardiogram signals; Cardiac arrhythmias
dc.titleGeneration of ECG synthetic signal using coupled ordinary differential equations and Hopf bifurcation
dc.typeArticle
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The 1 ST international conference on electronics, artificial intelligence and technologies ICEAINT 2021